Vision-language navigation (VLN) is the task of navigating an embodied agent to carry out natural language instructions inside real 3D environments. In this paper, we study how to address three critical challenges for this task: the cross-modal grounding, the ill-posed feedback, and the general...
Pre-training is a dominant paradigm in computer vision. For example, supervised ImageNet pre-training is commonly used to initialize the backbones of object detection and segmentation models. He et al., however, show a surprising result that ImageNet pre-training has limited impact on COCO objec...
Explore advancements in state of the art machine learning research in speech and natural language, privacy, computer vision, health, and more.
2022.06.21 Research Areas Artificial Intelligence Computer Vision Abstract In this paper, we study the problem of procedure planning in instructional videos. Here, an agent must produce a plausible sequence of actions that can transform the environment from a given start to a desired goal st...
publications Conference Report White Paper on Research Data Service Discoverability Costantino Thanos 1,*, Friederike Klan 2, Kyriakos Kritikos 3 and Leonardo Candela 1 1 Institute of Information Science and Technologies, National Research Council of Italy, 56124 Pisa, Italy; leonardo.candela@isti.cnr...
The key idea in this section is to provide a reader with a proper road map and a clear vision of the topic that goes from a broad perspective to a narrow one. Body This is the longest part of your text for a good research paper. A previously developed and presented narrow theme ...
Here is a sampling of Adobe Research’s 2018 papers in computer vision and graphics: The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Zhang, Phillip Isola, Alexei A. Efros, Eli Shechtman, Oliver Wang CVPR 2018 [ Paper ] [ Project page] [GitHub] ...
This repository contains the implementation of the paper "An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction" accepted to be published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024. This repository will ...
SDK:NVIDIA Real-Time Denoisers (NRD) SDK SDK:Path Tracing SDK Webinar:Accelerating Python with GPUs Tags Computer Vision / Video Analytics|Generative AI|Simulation / Modeling / Design|Automotive / Transportation|News|featured|Machine Learning & Artificial Intelligence|NVIDIA Research ...
Daniel Berio, Frederic Fol Leymarie, Paul Asente, Jose Echevarria ACM Transactions on GraphicsVolume 41Issue 3Article No.: 28pp 1–21 [paper]DG-Font: Deformable Generative Networks for Unsupervised Font GenerationYangchen Xie, Xinyuan Chen, Li Sun, Yue Lu[...